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Many-objective bi-level energy scheduling method for integrated energy stations based on power allocation strategy
Xiang Liao1, Jun Ma1, Bangli Yin1
1Hubei Key Laboratory for High-efficiency Utilization of Solar Energy and Operation Control of Energy Storage System, Hubei University of Technology, Wuhan 430068, China.
This study introduces an integrated energy station for new energy vehicles, optimizing renewable energy use with a novel strategy. The proposed model enhances energy efficiency and profitability by balancing wind and solar power allocation.
Area of Science:
- Energy Systems Engineering
- Renewable Energy Integration
- Optimization Theory
Background:
- Integrated energy stations are crucial for new energy vehicle infrastructure.
- Efficient utilization of renewable energy sources like wind and photovoltaics (PV) remains a challenge.
- Existing models may not fully optimize the complex interplay of energy generation, storage, and consumption.
Purpose of the Study:
- To propose an integrated energy station (WPIES) combining hydrogen, charging, and power exchange functionalities.
- To develop a future value competition strategy (FVCS) for optimizing wind and PV allocation within the WPIES.
- To enhance overall energy utilization efficiency and economic benefits of the integrated energy station.
Main Methods:
- A two-layer optimization model integrating FVCS and WPIES was developed.
- The upper layer maximizes expected income.
- The lower layer optimizes profit, minimizes battery losses, and reduces pollutant emissions, considering hydrogen power constraints.
Main Results:
- The proposed FVCS-WPIES model demonstrates superior performance compared to traditional approaches.
- The optimization model effectively balances competing objectives, including economic gains and environmental impact.
- Pareto solutions derived from the model offer significant improvements in overall system efficiency.
Conclusions:
- The FVCS-WPIES model provides an effective framework for managing integrated energy stations.
- Optimized allocation of wind and PV power significantly improves energy utilization efficiency.
- The proposed strategy offers a promising solution for enhancing the economic and environmental performance of renewable energy systems.
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